Uncertainty Assessment in Whole-Body Low Dose Pet Reconstruction Using Non-Parametric Bayesian Deep Learning Approach.
Maya Fichmann LevitalSamah KhawaledYufei ChenJohn A. KennedyMoti FreimanPublished in: ISBI (2023)
Keyphrases
- deep learning
- low dose
- imaging modalities
- image reconstruction
- positron emission tomography
- computed tomography
- computer tomography
- medical images
- x ray
- machine learning
- ct scans
- unsupervised learning
- low contrast
- medical imaging
- lung nodules
- magnetic resonance imaging
- three dimensional
- anatomical structures
- treatment planning
- weakly supervised
- intraoperative
- contrast enhancement
- ct images
- medical image analysis
- clinical trials
- mental models
- clinical applications
- ct data
- bayesian networks
- maximum likelihood
- object detection
- medical data
- object recognition
- multiscale